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MindHaven Network

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MindHaven Network

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GRIND Oct. 24, 2025
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Challenge: Safety and ethics

Industries

Community and CollaborationHealth and wellness

Technologies

Data science & analyticsLLMs & NLPNarrow AI

Tags

AIDF rules

Description

MindHaven Network is a decentralized early-warning and peer-support ecosystem combining sentiment analysis, wearable indicators, and community triage. It identifies subtle deterioration in mental-state signals and routes discreet, consented interventions, peer mentors, counselors, or emergency services, while preserving user anonymity and audit trails through privacy-first protocols to reduce escalation to crisis.

 

Detailed Idea

Alignment with DF goals (BGI, Platform growth, community)

Problem description

 Suicide risk often escalates without timely detection; existing systems fail to combine behavioral signals, wearable data, and community support into proactive, privacy-preserving interventions. Schools and workplaces lack scalable early-warning tools.

 

Proposed Solutions

MindHaven fuses text/voice sentiment with wearables and behavioral markers to model individualized risk trajectories. Federated learning preserves privacy while models adapt to cultural norms. When risk thresholds are exceeded, the system triggers graduated, automated coping prompts, peer-checks, teletherapy offers, or emergency escalation, documenting actions for continuous safety auditing by stakeholders. Partner with schools, employers, and health services to pilot MindHaven.

 

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